Overview
Brought to you by YData
Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 8220 |
| Missing cells | 8986 |
| Missing cells (%) | 5.8% |
| Duplicate rows | 580 |
| Duplicate rows (%) | 7.1% |
| Total size in memory | 1.2 MiB |
| Average record size in memory | 152.0 B |
Variable types
| Categorical | 5 |
|---|---|
| Numeric | 12 |
| DateTime | 1 |
| Text | 1 |
uc_repo has constant value "SAREC-Lab/sUAS-UseCases" | Constant |
| Dataset has 580 (7.1%) duplicate rows | Duplicates |
seq_origin is highly overall correlated with seq_temperature and 6 other fields | High correlation |
seq_temperature is highly overall correlated with seq_origin and 4 other fields | High correlation |
seq_top_p is highly overall correlated with seq_origin and 4 other fields | High correlation |
uc_date is highly overall correlated with seq_origin and 6 other fields | High correlation |
uc_num_of_alt_scenarions is highly overall correlated with uc_num_of_err_scenarions | High correlation |
uc_num_of_err_scenarions is highly overall correlated with seq_origin and 5 other fields | High correlation |
uc_origin is highly overall correlated with seq_origin and 6 other fields | High correlation |
uc_temperature is highly overall correlated with seq_origin and 2 other fields | High correlation |
uc_top_p is highly overall correlated with seq_origin and 2 other fields | High correlation |
uc_date is highly imbalanced (78.8%) | Imbalance |
uc_origin is highly imbalanced (84.0%) | Imbalance |
seq_origin is highly imbalanced (84.0%) | Imbalance |
seq_num_of_opt is highly imbalanced (93.2%) | Imbalance |
uc_repo has 8028 (97.7%) missing values | Missing |
seq_date has 766 (9.3%) missing values | Missing |
seq_repo has 192 (2.3%) missing values | Missing |
uc_temperature has 192 (2.3%) zeros | Zeros |
uc_top_p has 192 (2.3%) zeros | Zeros |
uc_num_of_alt_scenarions has 7553 (91.9%) zeros | Zeros |
uc_num_of_err_scenarions has 7733 (94.1%) zeros | Zeros |
seq_temperature has 8028 (97.7%) zeros | Zeros |
seq_top_p has 8028 (97.7%) zeros | Zeros |
seq_actors has 581 (7.1%) zeros | Zeros |
seq_num_of_alt has 6292 (76.5%) zeros | Zeros |
seq_num_of_loop has 7757 (94.4%) zeros | Zeros |
Reproduction
| Analysis started | 2025-04-29 09:34:32.256218 |
|---|---|
| Analysis finished | 2025-04-29 09:34:42.074154 |
| Duration | 9.82 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
uc_date
Categorical
High correlation Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.3 KiB |
| 2025-04-28 | |
|---|---|
| 2025-04-29 | 219 |
| 2020-12-19 | 192 |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2020-12-19 |
|---|---|
| 2nd row | 2020-12-19 |
| 3rd row | 2020-12-19 |
| 4th row | 2020-12-19 |
| 5th row | 2020-12-19 |
Common Values
| Value | Count | Frequency (%) |
| 2025-04-28 | 7809 | |
| 2025-04-29 | 219 | 2.7% |
| 2020-12-19 | 192 | 2.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2025-04-28 | 7809 | |
| 2025-04-29 | 219 | 2.7% |
| 2020-12-19 | 192 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 24660 | |
| 0 | 16440 | |
| - | 16440 | |
| 5 | 8028 | 9.8% |
| 4 | 8028 | 9.8% |
| 8 | 7809 | 9.5% |
| 9 | 411 | 0.5% |
| 1 | 384 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 82200 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 24660 | |
| 0 | 16440 | |
| - | 16440 | |
| 5 | 8028 | 9.8% |
| 4 | 8028 | 9.8% |
| 8 | 7809 | 9.5% |
| 9 | 411 | 0.5% |
| 1 | 384 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 82200 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 24660 | |
| 0 | 16440 | |
| - | 16440 | |
| 5 | 8028 | 9.8% |
| 4 | 8028 | 9.8% |
| 8 | 7809 | 9.5% |
| 9 | 411 | 0.5% |
| 1 | 384 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 82200 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 24660 | |
| 0 | 16440 | |
| - | 16440 | |
| 5 | 8028 | 9.8% |
| 4 | 8028 | 9.8% |
| 8 | 7809 | 9.5% |
| 9 | 411 | 0.5% |
| 1 | 384 | 0.5% |
uc_origin
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.3 KiB |
| chatgpt | |
|---|---|
| github | 192 |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.9766423 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | github |
|---|---|
| 2nd row | github |
| 3rd row | github |
| 4th row | github |
| 5th row | github |
Common Values
| Value | Count | Frequency (%) |
| chatgpt | 8028 | |
| github | 192 | 2.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| chatgpt | 8028 | |
| github | 192 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 16248 | |
| g | 8220 | |
| h | 8220 | |
| c | 8028 | |
| a | 8028 | |
| p | 8028 | |
| i | 192 | 0.3% |
| u | 192 | 0.3% |
| b | 192 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 57348 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 16248 | |
| g | 8220 | |
| h | 8220 | |
| c | 8028 | |
| a | 8028 | |
| p | 8028 | |
| i | 192 | 0.3% |
| u | 192 | 0.3% |
| b | 192 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 57348 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 16248 | |
| g | 8220 | |
| h | 8220 | |
| c | 8028 | |
| a | 8028 | |
| p | 8028 | |
| i | 192 | 0.3% |
| u | 192 | 0.3% |
| b | 192 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 57348 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 16248 | |
| g | 8220 | |
| h | 8220 | |
| c | 8028 | |
| a | 8028 | |
| p | 8028 | |
| i | 192 | 0.3% |
| u | 192 | 0.3% |
| b | 192 | 0.3% |
uc_repo
Categorical
Constant Missing
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 8028 |
| Missing (%) | 97.7% |
| Memory size | 64.3 KiB |
| SAREC-Lab/sUAS-UseCases |
|---|
Length
| Max length | 23 |
|---|---|
| Median length | 23 |
| Mean length | 23 |
| Min length | 23 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | SAREC-Lab/sUAS-UseCases |
|---|---|
| 2nd row | SAREC-Lab/sUAS-UseCases |
| 3rd row | SAREC-Lab/sUAS-UseCases |
| 4th row | SAREC-Lab/sUAS-UseCases |
| 5th row | SAREC-Lab/sUAS-UseCases |
Common Values
| Value | Count | Frequency (%) |
| SAREC-Lab/sUAS-UseCases | 192 | 2.3% |
| (Missing) | 8028 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| sarec-lab/suas-usecases | 192 |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 768 | |
| A | 384 | |
| C | 384 | |
| - | 384 | |
| S | 384 | |
| e | 384 | |
| a | 384 | |
| U | 384 | |
| R | 192 | 4.3% |
| E | 192 | 4.3% |
| Other values (3) | 576 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4416 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| s | 768 | |
| A | 384 | |
| C | 384 | |
| - | 384 | |
| S | 384 | |
| e | 384 | |
| a | 384 | |
| U | 384 | |
| R | 192 | 4.3% |
| E | 192 | 4.3% |
| Other values (3) | 576 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4416 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| s | 768 | |
| A | 384 | |
| C | 384 | |
| - | 384 | |
| S | 384 | |
| e | 384 | |
| a | 384 | |
| U | 384 | |
| R | 192 | 4.3% |
| E | 192 | 4.3% |
| Other values (3) | 576 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4416 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| s | 768 | |
| A | 384 | |
| C | 384 | |
| - | 384 | |
| S | 384 | |
| e | 384 | |
| a | 384 | |
| U | 384 | |
| R | 192 | 4.3% |
| E | 192 | 4.3% |
| Other values (3) | 576 |
uc_temperature
Real number (ℝ)
High correlation Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.96510949 |
| Minimum | 0 |
|---|---|
| Maximum | 1.4 |
| Zeros | 192 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 64.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.6 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1.4 |
| Maximum | 1.4 |
| Range | 1.4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.24182293 |
|---|---|
| Coefficient of variation (CV) | 0.25056528 |
| Kurtosis | 4.3607922 |
| Mean | 0.96510949 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.3361649 |
| Sum | 7933.2 |
| Variance | 0.058478331 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 1 | 4939 | |
| 0.8 | 841 | 10.2% |
| 0.6 | 835 | 10.2% |
| 1.2 | 789 | 9.6% |
| 1.4 | 624 | 7.6% |
| 0 | 192 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 192 | 2.3% |
| 0.6 | 835 | 10.2% |
| 0.8 | 841 | 10.2% |
| 1 | 4939 | |
| 1.2 | 789 | 9.6% |
| 1.4 | 624 | 7.6% |
| Value | Count | Frequency (%) |
| 1.4 | 624 | 7.6% |
| 1.2 | 789 | 9.6% |
| 1 | 4939 | |
| 0.8 | 841 | 10.2% |
| 0.6 | 835 | 10.2% |
| 0 | 192 | 2.3% |
uc_top_p
Real number (ℝ)
High correlation Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.77766423 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 192 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 64.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.6 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.30505717 |
|---|---|
| Coefficient of variation (CV) | 0.39227363 |
| Kurtosis | -0.32935852 |
| Mean | 0.77766423 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.0449792 |
| Sum | 6392.4 |
| Variance | 0.09305988 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 1 | 4743 | |
| 0.8 | 833 | 10.1% |
| 0.6 | 828 | 10.1% |
| 0.2 | 817 | 9.9% |
| 0.4 | 807 | 9.8% |
| 0 | 192 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 192 | 2.3% |
| 0.2 | 817 | 9.9% |
| 0.4 | 807 | 9.8% |
| 0.6 | 828 | 10.1% |
| 0.8 | 833 | 10.1% |
| 1 | 4743 |
| Value | Count | Frequency (%) |
| 1 | 4743 | |
| 0.8 | 833 | 10.1% |
| 0.6 | 828 | 10.1% |
| 0.4 | 807 | 9.8% |
| 0.2 | 817 | 9.9% |
| 0 | 192 | 2.3% |
uc_actors
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0265207 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 31 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 64.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.3736144 |
|---|---|
| Coefficient of variation (CV) | 0.78427166 |
| Kurtosis | 1.2689957 |
| Mean | 3.0265207 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.1529331 |
| Sum | 24878 |
| Variance | 5.6340453 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 1 | 3583 | |
| 4 | 976 | 11.9% |
| 5 | 897 | 10.9% |
| 3 | 752 | 9.1% |
| 2 | 708 | 8.6% |
| 6 | 538 | 6.5% |
| 7 | 350 | 4.3% |
| 8 | 160 | 1.9% |
| 9 | 117 | 1.4% |
| 10 | 51 | 0.6% |
| Other values (6) | 88 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 31 | 0.4% |
| 1 | 3583 | |
| 2 | 708 | 8.6% |
| 3 | 752 | 9.1% |
| 4 | 976 | 11.9% |
| 5 | 897 | 10.9% |
| 6 | 538 | 6.5% |
| 7 | 350 | 4.3% |
| 8 | 160 | 1.9% |
| 9 | 117 | 1.4% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 14 | 13 | 0.2% |
| 13 | 16 | 0.2% |
| 12 | 7 | 0.1% |
| 11 | 20 | 0.2% |
| 10 | 51 | 0.6% |
| 9 | 117 | 1.4% |
| 8 | 160 | 1.9% |
| 7 | 350 | |
| 6 | 538 |
uc_num_of_steps
Real number (ℝ)
| Distinct | 51 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.2013382 |
| Minimum | 1 |
|---|---|
| Maximum | 101 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 64.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5.75 |
| median | 8 |
| Q3 | 11 |
| 95-th percentile | 20 |
| Maximum | 101 |
| Range | 100 |
| Interquartile range (IQR) | 5.25 |
Descriptive statistics
| Standard deviation | 5.7951168 |
|---|---|
| Coefficient of variation (CV) | 0.62981238 |
| Kurtosis | 14.377649 |
| Mean | 9.2013382 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.4393765 |
| Sum | 75635 |
| Variance | 33.583378 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8 | 848 | |
| 6 | 847 | |
| 4 | 828 | |
| 7 | 670 | 8.2% |
| 9 | 653 | 7.9% |
| 10 | 642 | 7.8% |
| 5 | 534 | 6.5% |
| 11 | 500 | 6.1% |
| 12 | 480 | 5.8% |
| 3 | 362 | 4.4% |
| Other values (41) | 1856 |
| Value | Count | Frequency (%) |
| 1 | 90 | 1.1% |
| 2 | 241 | 2.9% |
| 3 | 362 | |
| 4 | 828 | |
| 5 | 534 | |
| 6 | 847 | |
| 7 | 670 | |
| 8 | 848 | |
| 9 | 653 | |
| 10 | 642 |
| Value | Count | Frequency (%) |
| 101 | 1 | < 0.1% |
| 59 | 1 | < 0.1% |
| 54 | 1 | < 0.1% |
| 52 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 43 | 1 | < 0.1% |
| 42 | 3 |
uc_num_of_alt_scenarions
Real number (ℝ)
High correlation Zeros
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1203163 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 7553 |
| Zeros (%) | 91.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 64.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.46979675 |
|---|---|
| Coefficient of variation (CV) | 3.9046808 |
| Kurtosis | 38.249997 |
| Mean | 0.1203163 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.3120662 |
| Sum | 989 |
| Variance | 0.22070899 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 7553 | |
| 1 | 445 | 5.4% |
| 2 | 155 | 1.9% |
| 3 | 43 | 0.5% |
| 4 | 20 | 0.2% |
| 6 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7553 | |
| 1 | 445 | 5.4% |
| 2 | 155 | 1.9% |
| 3 | 43 | 0.5% |
| 4 | 20 | 0.2% |
| 5 | 1 | < 0.1% |
| 6 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| 4 | 20 | 0.2% |
| 3 | 43 | 0.5% |
| 2 | 155 | 1.9% |
| 1 | 445 | 5.4% |
| 0 | 7553 |
uc_num_of_err_scenarions
Real number (ℝ)
High correlation Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.092092457 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 7733 |
| Zeros (%) | 94.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 64.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.44028854 |
|---|---|
| Coefficient of variation (CV) | 4.7809403 |
| Kurtosis | 49.368811 |
| Mean | 0.092092457 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.4482618 |
| Sum | 757 |
| Variance | 0.193854 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 7733 | |
| 1 | 345 | 4.2% |
| 2 | 58 | 0.7% |
| 3 | 51 | 0.6% |
| 4 | 22 | 0.3% |
| 5 | 11 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7733 | |
| 1 | 345 | 4.2% |
| 2 | 58 | 0.7% |
| 3 | 51 | 0.6% |
| 4 | 22 | 0.3% |
| 5 | 11 | 0.1% |
| Value | Count | Frequency (%) |
| 5 | 11 | 0.1% |
| 4 | 22 | 0.3% |
| 3 | 51 | 0.6% |
| 2 | 58 | 0.7% |
| 1 | 345 | 4.2% |
| 0 | 7733 |
seq_date
Date
Missing
| Distinct | 381 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 766 |
| Missing (%) | 9.3% |
| Memory size | 64.3 KiB |
| Minimum | 2013-12-31 00:00:00 |
|---|---|
| Maximum | 2025-04-28 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
seq_origin
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.3 KiB |
| github | |
|---|---|
| chatgpt | 192 |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.0233577 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | chatgpt |
|---|---|
| 2nd row | chatgpt |
| 3rd row | chatgpt |
| 4th row | chatgpt |
| 5th row | chatgpt |
Common Values
| Value | Count | Frequency (%) |
| github | 8028 | |
| chatgpt | 192 | 2.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| github | 8028 | |
| chatgpt | 192 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 8412 | |
| g | 8220 | |
| h | 8220 | |
| i | 8028 | |
| u | 8028 | |
| b | 8028 | |
| c | 192 | 0.4% |
| a | 192 | 0.4% |
| p | 192 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 49512 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 8412 | |
| g | 8220 | |
| h | 8220 | |
| i | 8028 | |
| u | 8028 | |
| b | 8028 | |
| c | 192 | 0.4% |
| a | 192 | 0.4% |
| p | 192 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 49512 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 8412 | |
| g | 8220 | |
| h | 8220 | |
| i | 8028 | |
| u | 8028 | |
| b | 8028 | |
| c | 192 | 0.4% |
| a | 192 | 0.4% |
| p | 192 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 49512 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 8412 | |
| g | 8220 | |
| h | 8220 | |
| i | 8028 | |
| u | 8028 | |
| b | 8028 | |
| c | 192 | 0.4% |
| a | 192 | 0.4% |
| p | 192 | 0.4% |
seq_repo
Text
Missing
| Distinct | 458 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 192 |
| Missing (%) | 2.3% |
| Memory size | 64.3 KiB |
Length
| Max length | 61 |
|---|---|
| Median length | 50 |
| Mean length | 24.869706 |
| Min length | 7 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | openshift/lightspeed-service |
|---|---|
| 2nd row | openshift/lightspeed-service |
| 3rd row | openshift/lightspeed-service |
| 4th row | openshift/lightspeed-service |
| 5th row | openshift/lightspeed-service |
| Value | Count | Frequency (%) |
| ryangolpayegani/us2sd_benchmark | 1568 | 19.5% |
| caade/c3 | 128 | 1.6% |
| vanquang2002/server | 100 | 1.2% |
| vanquang2002/server_ver1 | 98 | 1.2% |
| trongend123/huongsen | 95 | 1.2% |
| ruben1132/pi5_23-24 | 84 | 1.0% |
| caade/edgeville | 80 | 1.0% |
| cau-se-its/se_its_back-end | 72 | 0.9% |
| madajaju/sabr | 67 | 0.8% |
| madajaju/edgemere | 62 | 0.8% |
| Other values (448) | 5674 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 17264 | 8.6% |
| e | 15611 | 7.8% |
| n | 12791 | 6.4% |
| r | 9494 | 4.8% |
| i | 9460 | 4.7% |
| o | 9056 | 4.5% |
| / | 8028 | 4.0% |
| l | 6778 | 3.4% |
| t | 6619 | 3.3% |
| - | 6305 | 3.2% |
| Other values (56) | 98248 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 199654 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 17264 | 8.6% |
| e | 15611 | 7.8% |
| n | 12791 | 6.4% |
| r | 9494 | 4.8% |
| i | 9460 | 4.7% |
| o | 9056 | 4.5% |
| / | 8028 | 4.0% |
| l | 6778 | 3.4% |
| t | 6619 | 3.3% |
| - | 6305 | 3.2% |
| Other values (56) | 98248 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 199654 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 17264 | 8.6% |
| e | 15611 | 7.8% |
| n | 12791 | 6.4% |
| r | 9494 | 4.8% |
| i | 9460 | 4.7% |
| o | 9056 | 4.5% |
| / | 8028 | 4.0% |
| l | 6778 | 3.4% |
| t | 6619 | 3.3% |
| - | 6305 | 3.2% |
| Other values (56) | 98248 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 199654 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 17264 | 8.6% |
| e | 15611 | 7.8% |
| n | 12791 | 6.4% |
| r | 9494 | 4.8% |
| i | 9460 | 4.7% |
| o | 9056 | 4.5% |
| / | 8028 | 4.0% |
| l | 6778 | 3.4% |
| t | 6619 | 3.3% |
| - | 6305 | 3.2% |
| Other values (56) | 98248 |
seq_temperature
Real number (ℝ)
High correlation Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.023017032 |
| Minimum | 0 |
|---|---|
| Maximum | 1.4 |
| Zeros | 8028 |
| Zeros (%) | 97.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 64.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.4 |
| Range | 1.4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.15161265 |
|---|---|
| Coefficient of variation (CV) | 6.5869765 |
| Kurtosis | 43.787626 |
| Mean | 0.023017032 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.6574626 |
| Sum | 189.2 |
| Variance | 0.022986395 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 8028 | |
| 1 | 119 | 1.4% |
| 0.6 | 20 | 0.2% |
| 0.8 | 20 | 0.2% |
| 1.2 | 20 | 0.2% |
| 1.4 | 13 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 8028 | |
| 0.6 | 20 | 0.2% |
| 0.8 | 20 | 0.2% |
| 1 | 119 | 1.4% |
| 1.2 | 20 | 0.2% |
| 1.4 | 13 | 0.2% |
| Value | Count | Frequency (%) |
| 1.4 | 13 | 0.2% |
| 1.2 | 20 | 0.2% |
| 1 | 119 | 1.4% |
| 0.8 | 20 | 0.2% |
| 0.6 | 20 | 0.2% |
| 0 | 8028 |
seq_top_p
Real number (ℝ)
High correlation Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.018491484 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 8028 |
| Zeros (%) | 97.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 64.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.12729905 |
|---|---|
| Coefficient of variation (CV) | 6.8841987 |
| Kurtosis | 49.919159 |
| Mean | 0.018491484 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.1123374 |
| Sum | 152 |
| Variance | 0.016205049 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 8028 | |
| 1 | 112 | 1.4% |
| 0.2 | 20 | 0.2% |
| 0.4 | 20 | 0.2% |
| 0.6 | 20 | 0.2% |
| 0.8 | 20 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 8028 | |
| 0.2 | 20 | 0.2% |
| 0.4 | 20 | 0.2% |
| 0.6 | 20 | 0.2% |
| 0.8 | 20 | 0.2% |
| 1 | 112 | 1.4% |
| Value | Count | Frequency (%) |
| 1 | 112 | 1.4% |
| 0.8 | 20 | 0.2% |
| 0.6 | 20 | 0.2% |
| 0.4 | 20 | 0.2% |
| 0.2 | 20 | 0.2% |
| 0 | 8028 |
seq_actors
Real number (ℝ)
Zeros
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0821168 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 581 |
| Zeros (%) | 7.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 64.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.61410314 |
|---|---|
| Coefficient of variation (CV) | 0.56750172 |
| Kurtosis | 26.090977 |
| Mean | 1.0821168 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.5832328 |
| Sum | 8895 |
| Variance | 0.37712266 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 1 | 6763 | |
| 2 | 641 | 7.8% |
| 0 | 581 | 7.1% |
| 3 | 164 | 2.0% |
| 4 | 37 | 0.5% |
| 7 | 20 | 0.2% |
| 5 | 14 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 581 | 7.1% |
| 1 | 6763 | |
| 2 | 641 | 7.8% |
| 3 | 164 | 2.0% |
| 4 | 37 | 0.5% |
| 5 | 14 | 0.2% |
| 7 | 20 | 0.2% |
| Value | Count | Frequency (%) |
| 7 | 20 | 0.2% |
| 5 | 14 | 0.2% |
| 4 | 37 | 0.5% |
| 3 | 164 | 2.0% |
| 2 | 641 | 7.8% |
| 1 | 6763 | |
| 0 | 581 | 7.1% |
seq_num_of_participats
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.1655718 |
| Minimum | 1 |
|---|---|
| Maximum | 19 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 64.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 9 |
| Maximum | 19 |
| Range | 18 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.3696497 |
|---|---|
| Coefficient of variation (CV) | 0.4587391 |
| Kurtosis | 5.6268769 |
| Mean | 5.1655718 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.7333204 |
| Sum | 42461 |
| Variance | 5.6152399 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 4 | 2018 | |
| 5 | 1633 | |
| 3 | 1017 | |
| 6 | 978 | |
| 7 | 916 | |
| 2 | 689 | 8.4% |
| 8 | 347 | 4.2% |
| 9 | 243 | 3.0% |
| 10 | 121 | 1.5% |
| 11 | 86 | 1.0% |
| Other values (6) | 172 | 2.1% |
| Value | Count | Frequency (%) |
| 1 | 10 | 0.1% |
| 2 | 689 | 8.4% |
| 3 | 1017 | |
| 4 | 2018 | |
| 5 | 1633 | |
| 6 | 978 | |
| 7 | 916 | |
| 8 | 347 | 4.2% |
| 9 | 243 | 3.0% |
| 10 | 121 | 1.5% |
| Value | Count | Frequency (%) |
| 19 | 29 | 0.4% |
| 16 | 20 | 0.2% |
| 14 | 65 | 0.8% |
| 13 | 29 | 0.4% |
| 12 | 19 | 0.2% |
| 11 | 86 | 1.0% |
| 10 | 121 | 1.5% |
| 9 | 243 | 3.0% |
| 8 | 347 | 4.2% |
| 7 | 916 |
seq_num_of_alt
Real number (ℝ)
Zeros
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.42396594 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 6292 |
| Zeros (%) | 76.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 64.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.0489584 |
|---|---|
| Coefficient of variation (CV) | 2.4741573 |
| Kurtosis | 31.953188 |
| Mean | 0.42396594 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.5647979 |
| Sum | 3485 |
| Variance | 1.1003137 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 6292 | |
| 1 | 1157 | 14.1% |
| 2 | 418 | 5.1% |
| 3 | 174 | 2.1% |
| 4 | 89 | 1.1% |
| 5 | 38 | 0.5% |
| 6 | 25 | 0.3% |
| 12 | 10 | 0.1% |
| 10 | 9 | 0.1% |
| 8 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 6292 | |
| 1 | 1157 | 14.1% |
| 2 | 418 | 5.1% |
| 3 | 174 | 2.1% |
| 4 | 89 | 1.1% |
| 5 | 38 | 0.5% |
| 6 | 25 | 0.3% |
| 8 | 8 | 0.1% |
| 10 | 9 | 0.1% |
| 12 | 10 | 0.1% |
| Value | Count | Frequency (%) |
| 12 | 10 | 0.1% |
| 10 | 9 | 0.1% |
| 8 | 8 | 0.1% |
| 6 | 25 | 0.3% |
| 5 | 38 | 0.5% |
| 4 | 89 | 1.1% |
| 3 | 174 | 2.1% |
| 2 | 418 | 5.1% |
| 1 | 1157 | 14.1% |
| 0 | 6292 |
seq_num_of_opt
Categorical
Imbalance
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.3 KiB |
| 0 | |
|---|---|
| 1 | 107 |
| 4 | 20 |
| 3 | 16 |
| 5 | 10 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8067 | |
| 1 | 107 | 1.3% |
| 4 | 20 | 0.2% |
| 3 | 16 | 0.2% |
| 5 | 10 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8067 | |
| 1 | 107 | 1.3% |
| 4 | 20 | 0.2% |
| 3 | 16 | 0.2% |
| 5 | 10 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8067 | |
| 1 | 107 | 1.3% |
| 4 | 20 | 0.2% |
| 3 | 16 | 0.2% |
| 5 | 10 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8220 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 8067 | |
| 1 | 107 | 1.3% |
| 4 | 20 | 0.2% |
| 3 | 16 | 0.2% |
| 5 | 10 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8220 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 8067 | |
| 1 | 107 | 1.3% |
| 4 | 20 | 0.2% |
| 3 | 16 | 0.2% |
| 5 | 10 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8220 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 8067 | |
| 1 | 107 | 1.3% |
| 4 | 20 | 0.2% |
| 3 | 16 | 0.2% |
| 5 | 10 | 0.1% |
seq_num_of_loop
Real number (ℝ)
Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.079075426 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 7757 |
| Zeros (%) | 94.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 64.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.42672051 |
|---|---|
| Coefficient of variation (CV) | 5.3963733 |
| Kurtosis | 150.62935 |
| Mean | 0.079075426 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.275896 |
| Sum | 650 |
| Variance | 0.1820904 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 7757 | |
| 1 | 384 | 4.7% |
| 2 | 35 | 0.4% |
| 4 | 19 | 0.2% |
| 3 | 16 | 0.2% |
| 8 | 9 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7757 | |
| 1 | 384 | 4.7% |
| 2 | 35 | 0.4% |
| 3 | 16 | 0.2% |
| 4 | 19 | 0.2% |
| 8 | 9 | 0.1% |
| Value | Count | Frequency (%) |
| 8 | 9 | 0.1% |
| 4 | 19 | 0.2% |
| 3 | 16 | 0.2% |
| 2 | 35 | 0.4% |
| 1 | 384 | 4.7% |
| 0 | 7757 |
Interactions
Correlations
| seq_actors | seq_num_of_alt | seq_num_of_loop | seq_num_of_opt | seq_num_of_participats | seq_origin | seq_temperature | seq_top_p | uc_actors | uc_date | uc_num_of_alt_scenarions | uc_num_of_err_scenarions | uc_num_of_steps | uc_origin | uc_temperature | uc_top_p | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| seq_actors | 1.000 | 0.122 | 0.033 | 0.048 | 0.056 | 0.349 | 0.140 | 0.140 | 0.127 | 0.247 | 0.047 | 0.082 | 0.104 | 0.349 | -0.043 | -0.038 |
| seq_num_of_alt | 0.122 | 1.000 | 0.167 | 0.143 | 0.043 | 0.016 | -0.035 | -0.035 | 0.122 | 0.038 | 0.367 | 0.150 | 0.104 | 0.016 | -0.022 | -0.006 |
| seq_num_of_loop | 0.033 | 0.167 | 1.000 | 0.380 | 0.082 | 0.019 | -0.031 | -0.031 | 0.126 | 0.012 | 0.013 | -0.019 | 0.107 | 0.019 | 0.003 | 0.011 |
| seq_num_of_opt | 0.048 | 0.143 | 0.380 | 1.000 | 0.146 | 0.134 | 0.083 | 0.070 | 0.093 | 0.094 | 0.023 | 0.123 | 0.058 | 0.134 | 0.064 | 0.063 |
| seq_num_of_participats | 0.056 | 0.043 | 0.082 | 0.146 | 1.000 | 0.117 | -0.090 | -0.090 | 0.330 | 0.083 | 0.011 | -0.037 | 0.460 | 0.117 | 0.022 | 0.021 |
| seq_origin | 0.349 | 0.016 | 0.019 | 0.134 | 0.117 | 1.000 | 1.000 | 1.000 | 0.273 | 1.000 | 0.151 | 0.753 | 0.017 | 0.997 | 1.000 | 1.000 |
| seq_temperature | 0.140 | -0.035 | -0.031 | 0.083 | -0.090 | 1.000 | 1.000 | 1.000 | 0.017 | 0.707 | 0.095 | 0.595 | 0.016 | 1.000 | -0.296 | -0.292 |
| seq_top_p | 0.140 | -0.035 | -0.031 | 0.070 | -0.090 | 1.000 | 1.000 | 1.000 | 0.017 | 0.707 | 0.095 | 0.595 | 0.016 | 1.000 | -0.296 | -0.292 |
| uc_actors | 0.127 | 0.122 | 0.126 | 0.093 | 0.330 | 0.273 | 0.017 | 0.017 | 1.000 | 0.193 | 0.013 | 0.025 | 0.323 | 0.273 | -0.041 | -0.058 |
| uc_date | 0.247 | 0.038 | 0.012 | 0.094 | 0.083 | 1.000 | 0.707 | 0.707 | 0.193 | 1.000 | 0.114 | 0.533 | 0.000 | 1.000 | 0.709 | 0.708 |
| uc_num_of_alt_scenarions | 0.047 | 0.367 | 0.013 | 0.023 | 0.011 | 0.151 | 0.095 | 0.095 | 0.013 | 0.114 | 1.000 | 0.516 | -0.081 | 0.151 | -0.031 | -0.013 |
| uc_num_of_err_scenarions | 0.082 | 0.150 | -0.019 | 0.123 | -0.037 | 0.753 | 0.595 | 0.595 | 0.025 | 0.533 | 0.516 | 1.000 | -0.042 | 0.753 | -0.167 | -0.152 |
| uc_num_of_steps | 0.104 | 0.104 | 0.107 | 0.058 | 0.460 | 0.017 | 0.016 | 0.016 | 0.323 | 0.000 | -0.081 | -0.042 | 1.000 | 0.017 | -0.047 | -0.053 |
| uc_origin | 0.349 | 0.016 | 0.019 | 0.134 | 0.117 | 0.997 | 1.000 | 1.000 | 0.273 | 1.000 | 0.151 | 0.753 | 0.017 | 1.000 | 1.000 | 1.000 |
| uc_temperature | -0.043 | -0.022 | 0.003 | 0.064 | 0.022 | 1.000 | -0.296 | -0.296 | -0.041 | 0.709 | -0.031 | -0.167 | -0.047 | 1.000 | 1.000 | 0.039 |
| uc_top_p | -0.038 | -0.006 | 0.011 | 0.063 | 0.021 | 1.000 | -0.292 | -0.292 | -0.058 | 0.708 | -0.013 | -0.152 | -0.053 | 1.000 | 0.039 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| uc_date | uc_origin | uc_repo | uc_temperature | uc_top_p | uc_actors | uc_num_of_steps | uc_num_of_alt_scenarions | uc_num_of_err_scenarions | seq_date | seq_origin | seq_repo | seq_temperature | seq_top_p | seq_actors | seq_num_of_participats | seq_num_of_alt | seq_num_of_opt | seq_num_of_loop | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2020-12-19 | github | SAREC-Lab/sUAS-UseCases | 0.0 | 0.0 | 2 | 16 | 1 | 3 | 2025-04-27 | chatgpt | NaN | 0.6 | 1.0 | 0 | 8 | 0 | 0 | 0 |
| 1 | 2020-12-19 | github | SAREC-Lab/sUAS-UseCases | 0.0 | 0.0 | 2 | 16 | 1 | 3 | 2025-04-27 | chatgpt | NaN | 1.0 | 0.2 | 1 | 10 | 1 | 3 | 0 |
| 2 | 2020-12-19 | github | SAREC-Lab/sUAS-UseCases | 0.0 | 0.0 | 2 | 16 | 1 | 3 | 2025-04-27 | chatgpt | NaN | 0.8 | 1.0 | 0 | 11 | 1 | 3 | 0 |
| 3 | 2020-12-19 | github | SAREC-Lab/sUAS-UseCases | 0.0 | 0.0 | 2 | 16 | 1 | 3 | 2025-04-27 | chatgpt | NaN | 1.0 | 0.4 | 0 | 7 | 0 | 0 | 0 |
| 4 | 2020-12-19 | github | SAREC-Lab/sUAS-UseCases | 0.0 | 0.0 | 2 | 16 | 1 | 3 | 2025-04-27 | chatgpt | NaN | 1.0 | 1.0 | 0 | 6 | 0 | 0 | 0 |
| 5 | 2020-12-19 | github | SAREC-Lab/sUAS-UseCases | 0.0 | 0.0 | 2 | 16 | 1 | 3 | 2025-04-27 | chatgpt | NaN | 1.0 | 0.6 | 1 | 10 | 1 | 3 | 0 |
| 6 | 2020-12-19 | github | SAREC-Lab/sUAS-UseCases | 0.0 | 0.0 | 2 | 16 | 1 | 3 | 2025-04-27 | chatgpt | NaN | 1.2 | 1.0 | 2 | 8 | 0 | 0 | 0 |
| 7 | 2020-12-19 | github | SAREC-Lab/sUAS-UseCases | 0.0 | 0.0 | 2 | 16 | 1 | 3 | 2025-04-27 | chatgpt | NaN | 1.0 | 0.8 | 2 | 2 | 0 | 0 | 0 |
| 8 | 2020-12-19 | github | SAREC-Lab/sUAS-UseCases | 0.0 | 0.0 | 2 | 16 | 1 | 3 | 2025-04-27 | chatgpt | NaN | 1.0 | 1.0 | 0 | 9 | 1 | 3 | 0 |
| 9 | 2020-12-19 | github | SAREC-Lab/sUAS-UseCases | 0.0 | 0.0 | 3 | 9 | 2 | 1 | 2025-04-27 | chatgpt | NaN | 0.6 | 1.0 | 3 | 3 | 0 | 0 | 0 |
| uc_date | uc_origin | uc_repo | uc_temperature | uc_top_p | uc_actors | uc_num_of_steps | uc_num_of_alt_scenarions | uc_num_of_err_scenarions | seq_date | seq_origin | seq_repo | seq_temperature | seq_top_p | seq_actors | seq_num_of_participats | seq_num_of_alt | seq_num_of_opt | seq_num_of_loop | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8210 | 2025-04-29 | chatgpt | NaN | 1.2 | 1.0 | 1 | 9 | 0 | 0 | 2025-01-29 | github | RyanGolpayegani/US2SD_Benchmark | 0.0 | 0.0 | 1 | 5 | 0 | 0 | 0 |
| 8211 | 2025-04-29 | chatgpt | NaN | 0.6 | 1.0 | 4 | 5 | 2 | 0 | 2025-01-29 | github | RyanGolpayegani/US2SD_Benchmark | 0.0 | 0.0 | 1 | 4 | 1 | 0 | 0 |
| 8212 | 2025-04-29 | chatgpt | NaN | 1.0 | 0.4 | 1 | 11 | 1 | 0 | 2025-01-29 | github | RyanGolpayegani/US2SD_Benchmark | 0.0 | 0.0 | 1 | 4 | 1 | 0 | 0 |
| 8213 | 2025-04-29 | chatgpt | NaN | 1.2 | 1.0 | 1 | 12 | 2 | 0 | 2025-01-29 | github | RyanGolpayegani/US2SD_Benchmark | 0.0 | 0.0 | 1 | 4 | 1 | 0 | 0 |
| 8214 | 2025-04-29 | chatgpt | NaN | 0.8 | 1.0 | 4 | 12 | 0 | 0 | 2025-01-29 | github | RyanGolpayegani/US2SD_Benchmark | 0.0 | 0.0 | 1 | 4 | 1 | 0 | 0 |
| 8215 | 2025-04-29 | chatgpt | NaN | 0.6 | 1.0 | 4 | 4 | 0 | 0 | 2025-01-29 | github | RyanGolpayegani/US2SD_Benchmark | 0.0 | 0.0 | 1 | 6 | 0 | 0 | 0 |
| 8216 | 2025-04-29 | chatgpt | NaN | 1.4 | 1.0 | 3 | 4 | 0 | 0 | 2025-01-29 | github | RyanGolpayegani/US2SD_Benchmark | 0.0 | 0.0 | 1 | 6 | 0 | 0 | 0 |
| 8217 | 2025-04-29 | chatgpt | NaN | 1.0 | 0.2 | 4 | 8 | 0 | 0 | 2025-01-29 | github | RyanGolpayegani/US2SD_Benchmark | 0.0 | 0.0 | 1 | 4 | 0 | 0 | 0 |
| 8218 | 2025-04-29 | chatgpt | NaN | 1.2 | 1.0 | 4 | 22 | 0 | 0 | 2025-01-29 | github | RyanGolpayegani/US2SD_Benchmark | 0.0 | 0.0 | 1 | 4 | 0 | 0 | 0 |
| 8219 | 2025-04-29 | chatgpt | NaN | 1.4 | 1.0 | 4 | 8 | 0 | 0 | 2025-01-29 | github | RyanGolpayegani/US2SD_Benchmark | 0.0 | 0.0 | 1 | 4 | 0 | 0 | 0 |
Duplicate rows
Most frequently occurring
| uc_date | uc_origin | uc_repo | uc_temperature | uc_top_p | uc_actors | uc_num_of_steps | uc_num_of_alt_scenarions | uc_num_of_err_scenarions | seq_date | seq_origin | seq_repo | seq_temperature | seq_top_p | seq_actors | seq_num_of_participats | seq_num_of_alt | seq_num_of_opt | seq_num_of_loop | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 364 | 2025-04-28 | chatgpt | NaN | 1.0 | 1.0 | 1 | 6 | 0 | 0 | 2025-01-29 | github | RyanGolpayegani/US2SD_Benchmark | 0.0 | 0.0 | 1 | 4 | 0 | 0 | 0 | 19 |
| 323 | 2025-04-28 | chatgpt | NaN | 1.0 | 1.0 | 1 | 4 | 0 | 0 | 2018-07-17 | github | CAADE/C3 | 0.0 | 0.0 | 0 | 4 | 0 | 0 | 0 | 12 |
| 479 | 2025-04-28 | chatgpt | NaN | 1.0 | 1.0 | 5 | 11 | 0 | 0 | 2025-01-29 | github | RyanGolpayegani/US2SD_Benchmark | 0.0 | 0.0 | 1 | 5 | 0 | 0 | 0 | 10 |
| 65 | 2025-04-28 | chatgpt | NaN | 0.8 | 1.0 | 1 | 6 | 0 | 0 | 2025-01-29 | github | RyanGolpayegani/US2SD_Benchmark | 0.0 | 0.0 | 1 | 4 | 0 | 0 | 0 | 9 |
| 19 | 2025-04-28 | chatgpt | NaN | 0.6 | 1.0 | 1 | 6 | 0 | 0 | 2025-01-29 | github | RyanGolpayegani/US2SD_Benchmark | 0.0 | 0.0 | 1 | 4 | 0 | 0 | 0 | 8 |
| 68 | 2025-04-28 | chatgpt | NaN | 0.8 | 1.0 | 1 | 8 | 0 | 0 | 2025-01-29 | github | RyanGolpayegani/US2SD_Benchmark | 0.0 | 0.0 | 1 | 5 | 0 | 0 | 0 | 8 |
| 163 | 2025-04-28 | chatgpt | NaN | 1.0 | 0.4 | 1 | 6 | 0 | 0 | 2025-01-29 | github | RyanGolpayegani/US2SD_Benchmark | 0.0 | 0.0 | 1 | 4 | 0 | 0 | 0 | 8 |
| 266 | 2025-04-28 | chatgpt | NaN | 1.0 | 0.8 | 1 | 6 | 0 | 0 | 2025-01-29 | github | RyanGolpayegani/US2SD_Benchmark | 0.0 | 0.0 | 1 | 4 | 0 | 0 | 0 | 8 |
| 326 | 2025-04-28 | chatgpt | NaN | 1.0 | 1.0 | 1 | 4 | 0 | 0 | 2018-08-02 | github | CAADE/CloudLet | 0.0 | 0.0 | 0 | 4 | 0 | 0 | 0 | 8 |
| 446 | 2025-04-28 | chatgpt | NaN | 1.0 | 1.0 | 4 | 6 | 0 | 0 | 2025-01-29 | github | RyanGolpayegani/US2SD_Benchmark | 0.0 | 0.0 | 1 | 4 | 0 | 0 | 0 | 8 |